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Automation Risk Analysis

Will “Artificial Breeding Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Artificial Breeding Technician” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“Artificial Breeding Technician” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Biological Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist biological and medical scientists. Set up, operate, and maintain laboratory instruments and equipment, monitor experiments, collect data and samples, make observations, and calculate and record results. May analyze organic substances, such as blood, food, and drugs.

Avg. Annual Salary $58,020
Avg. Hourly Wage $27.89
Available Jobs (US) 76,190
Job Title & Hierarchy Code (SOC) Biological Technicians #19-4021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Biological Technicians”

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Core Skills & Abilities

  • Conduct standardized biological, microbiological or biochemical tests and laboratory analyses to evaluate the quantity or quality of physical or chemical substances in food or other products.

  • Monitor and observe experiments, recording production and test data for evaluation by research personnel.

  • Set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.

  • Examine animals and specimens to detect the presence of disease or other problems.

  • Isolate, identify and prepare specimens for examination.

  • Measure or weigh compounds and solutions for use in testing or animal feed.

  • Provide technical support and services for scientists and engineers working in fields such as agriculture, environmental science, resource management, biology, and health sciences.

  • Input data into databases.

  • Participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.

  • Feed livestock or laboratory animals.

  • Analyze experimental data and interpret results to write reports and summaries of findings.

  • Conduct research, or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.

  • Place orders for laboratory equipment and supplies.

  • Use computers, computer-interfaced equipment, robotics or high-technology industrial applications to perform work duties.

  • Clean, maintain and prepare supplies and work areas.

  • Monitor laboratory work to ensure compliance with set standards.

  • Keep detailed logs of all work-related activities.

Technologies & Software

  • Thomson EndNote
  • DeepSeek
  • Phred
  • ChatGPT (OpenAI)
  • Statistical software
  • Perplexity AI
  • Consensus
  • Qwen (Alibaba)
  • Microsoft Office software
  • Harvard Graphics
  • Grok (xAI)
  • Geographic information system GIS software
  • Microsoft Outlook
  • Database software
  • Word processing software
  • Microsoft .NET Framework
  • ClustalW
  • Claude (Anthropic)
  • Scite AI
  • Graphics software
  • MapInfo MapMarker
  • Gene Runner
  • Mistral AI (chat/models)
  • Nova (Amazon)
  • Gene Codes Sequencher
  • Systat Software SigmaPlot
  • Microsoft Access
  • Adobe Photoshop
  • Corel WordPerfect Office Suite
  • Mistral (Mistral AI)
  • Phrap
  • Elicit
  • BoxShade
  • Kimi (Moonshot AI)
  • BD Biosciences CellQuest
  • Microsoft Word
  • Microsoft Excel
  • Gemini for Workspace
  • Primer3
  • Laboratory information management system LIMS
  • Systat Software TableCurve
  • PolyBayes
  • Semantic Scholar AI
  • Microsoft Project
  • SAS
  • Adobe Acrobat
  • NotebookLM (Google)
  • ESRI ArcGIS software
  • Llama (Meta)
  • Gemini (Google)
  • Microsoft PowerPoint
  • IBM Lotus 1-2-3
  • Centrifuges
  • Fluorometers
  • Imaging systems
  • Ultrasonic cleaners
  • Fluoride electrodes
  • Deoxyribonucleic acid DNA sequencers
  • Balances
  • Ultramicrotomes
  • Vacuum dehydration units
  • Sterilizers
  • Incubator microscopes
  • Gas chromatographs GC
  • Inoculating loops
  • Notebook computers
  • Liquid handling robots
  • Drying ovens
  • Ultralow freezers
  • Inverted microscopes
  • High-voltage electrophoresis apparatus
  • Gel imaging apparatus
  • Paraffin embedding consoles
  • Hematology cell counters
  • Electrophorators
  • Ultracentrifuges
  • Incubators
  • Protein sequencers
  • Refrigerated centrifuges
  • Titration burets
  • Homogenizers
  • Personal computers
  • Full-face respirators
  • Glass washers
  • Automatic pipetters
  • Amino acid analyzers
  • Laboratory ovens
  • Conductivity meters
  • Agitators
  • Dissection microscopes
  • Bioanalyzers
  • Autoclaves
  • Spectrophotometers
  • Ultraviolet water purification systems
  • Gel chromatography equipment
  • Hybridization ovens
  • Liquid nitrogen freezers
  • pH meters
  • Inherit sequencing analysis systems
  • Light/tissue culture microscopes
  • Waterbaths
  • Distillation equipment
  • Aerobic growth chambers
  • Stirring hotplates
  • Multichannel pipetters
  • Cytofluorographs
  • Coulter counters
  • Radioactive counters
  • Electrophoresis boxes
  • Petri dishes
  • Deoxyribonucleic acid DNA synthesizers
  • Polymerase chain reaction PCR thermocyclers
  • Water jacketed incubators
  • Volumetric glassware
  • Microplate shakers
  • Automated microplate ELISA readers
  • Analytical balances
  • Robotic laboratory equipment
  • Laser printers
  • Test tubes
  • Anaerobic growth chambers
  • Automated tissue/slide stainers
  • Microcentrifuges
  • Microplate readers
  • Biological containment hoods
  • Microplate washers
  • Automated cell counters
  • Flow cytometers
  • Polymerase chain reaction PCR equipment

Alternative Job Titles